HDHari Dasaratharaman
Hari Dasaratharaman

HariDasaratharaman

Product leader for AI and enterprise platforms

I take AI products from experiment to reliable production: agentic workflows, LLM evaluation, and the platforms underneath them. 15+ years across enterprise SaaS, marketplaces, and telecom.

Greater Toronto Area, Canada

What I’m building

Things I build on my own time to explore AI quality, guardrails, and agents.

Interactive prototype

Why is the support bot failing customers?

An evaluation agent scores 25 chatbot conversations against a rubric, compares two bot versions, and traces a hidden policy regression to a single prompt line, then proposes a fix for human approval.

LLM-as-judgeRubric designRegression testingHuman review
Explore the prototype
In progress

AI conversation auditor

Paste any AI conversation, choose the checks, and an agent picks the right model for each one, runs them through an MCP server, and returns a ship, review, or block verdict with cost and latency.

Agentic workflowMCPGuardrailsModel comparisonObservability

What I work on

Agentic AI

Copilots and agent workflows that surface insights, recommend actions, and keep humans in control of decisions.

AI quality

LLM evaluation, failure taxonomies, drift detection, and human review, so AI holds up in production.

Platforms at scale

APIs, integrations, and portfolio strategy for enterprise products that customers build on.

Experience

GenesysJul 2025 to now
Toronto

Product Leader

I lead product for quality management evaluations and customer surveys in Genesys Cloud, and own surveys end to end, from strategy through rollout and adoption. My work spans evaluation workflows for enterprise contact centers and agentic AI workflows that surface insights, recommend actions, and keep supervisors in control. I extended surveys from voice to messaging channels and partner closely with engineering, data science, and go-to-market teams.

OpenTextAug 2021 to Jul 2024
Toronto

Director, Product Management

I led product strategy for a $650M+ enterprise SaaS portfolio of 45 products in OpenText Business Network, with a global team of 10 product managers. We grew the portfolio 12% and lifted conversion 13% while modernizing legacy B2B transaction and compliance platforms into cloud-native services. I launched Trading Grid Command Center, which cut customer support interactions by 19%.

OracleFeb 2019 to Aug 2021
Toronto

Senior Principal Product Manager

I built an AI/ML document intelligence platform from 0 to 1 that reached $12M in annual revenue, defining the ML and NLP capabilities that classify, extract, and search enterprise content. I led a product team of three and represented the product to Gartner, IDC, and executive customers.

AmazonOct 2016 to Jan 2019
Luxembourg

Senior Product Manager, Automotive EU

I led product for Amazon Automotive across Europe, launching Part Finder and ML-driven recommendations across 25M+ listings. Sales grew 17% and conversion rose 27%, while returns fell 12%.

VodafoneJun 2011 to Sep 2016
Chennai and Dublin

Senior Manager, Product

I led a $65M+ revenue data products portfolio in India, then moved to Dublin through Vodafone’s Global Transfer program to lead prepaid products for 1M+ customers in Ireland. Self-service products I launched reduced call center volume by 20%.

Education

IIM LucknowPGDM (MBA), 2011
NIT TrichyB.Tech, 2007